Skip to main content
Research

Publications: Dr Joseph Doyle

Sakr F, Younes H, Doyle J, Bellotti F, De Gloria A, Berta R ( 2023 ) . A Tiny CNN for Embedded Electronic Skin Systems . Lecture Notes in Networks and Systems . vol. 546 LNNS , 564 - 573 .
Sakr F, Berta R, Doyle J, Younes H, De Gloria A, Bellotti F ( 2022 ) . Memory Efficient Binary Convolutional Neural Networks on Microcontrollers . Conference: IEEE International Conference on Edge Computing ( Barcelona ) from: 11/07/2022 to: 16/07/2022 ,
Hart S, Doyle J ( 2022 ) . RealTimeAir: A real-time federated crowd sensing hyper local air quality data service . Conference: ACM SIGCOMM Workshop on Networked Sensing Systems for a Sustainable Society (NET4US) from: 22/08/2022 to: 22/08/2022 ,
Doyle J, Golec M, Gill SS ( 2021 ) . BlockchainBus: A Lightweight Framework for Secure Virtual Machine Migration in Cloud Federations using Blockchain . Security and Privacy
Sakr F, Bellotti F, Berta R, De Gloria A, Doyle J ( 2021 ) . Memory-Efficient CMSIS-NN with Replacement Strategy . Conference: IEEE International Conference on Future Internet of Things and Cloud (FiCloud)
Sakr F, Berta R, Doyle J, De Gloria A, Bellotti F ( 2021 ) . Self-Learning Pipeline for Low-Energy Resource-Constrained Devices . Energies vol. 14 , ( 20 )
Anwar MH, Ghafouri S, Gill SS, Doyle J ( 2021 ) . Recommender System for Optimal Distributed Deep Learning in Cloud Datacenters . Wireless Personal Communications: an international journal
Doyle J, Bashroush R ( 2021 ) . Case Studies for Achieving a Return on Investment with a Hardware Refresh in Organizations with Small Data Centers . IEEE Transactions on Sustainable Computing vol. 6 , ( 4 ) 599 - 611 .
Bellotti F, Berta R, De Gloria A, Doyle J, Sakr F ( 2021 ) . Exploring Unsupervised Learning on STM32 F4 Microcontroller . vol. 738 ,
Ghafouri S, Saleh-Bigdeli AA, Doyle J ( 2020 ) . Consolidation of Services in Mobile Edge Clouds using a Learning-based Framework . Proceedings - 2020 IEEE World Congress on Services, SERVICES 2020 . Conference: The 1st IEEE SERVICES Workshop on Artificial Intelligence and Services Adaption (AISA)116 - 121 .
Doyle J, Islam S, Bashroush R, O'Mahony D ( 2017 ) . Cloud Strife: Expanding the Horizons of Cloud Gaming Services . Proceedings - 2017 IEEE 13th World Congress on Services, SERVICES 2017 . 9 - 16 .
Jebraeil N, Noureddine A, Doyle J, Islam S, Bashroush R ( 2017 ) . GUML: Reasoning about Energy at Design Time by Extending UML Deployment Diagrams with Data Centre Contextual Information . Proceedings - 2017 IEEE 13th World Congress on Services, SERVICES 2017 . 59 - 66 .
Renna F, Doyle J, Giotsas V, Andreopoulos Y ( 2016 ) . Media Query Processing for the Internet-of-Things: Coupling of Device Energy Consumption and Cloud Infrastructure Billing . IEEE Transactions on Multimedia vol. 18 , ( 12 ) 2537 - 2552 .
Doyle J, Giotsas V, Anam MA, Andreopoulos Y ( 2016 ) . Dithen: A Computation-as-a-Service Cloud Platform For Large-Scale Multimedia Processing . IEEE Transactions on Cloud Computing1 - 1 .
Doyle J, Giotsas V, Anam MA, Andreopoulos Y ( 2016 ) . Dithen: A Computation-as-a-Service Cloud Platform For Large-Scale Multimedia Processing .
Renna F, Doyle J, Giotsas V, Andreopoulos Y ( 2016 ) . Media Query Processing For The Internet-of-Things: Coupling Of Device Energy Consumption And Cloud Infrastructure Billing .
Doyle J, Giotsas V, Anam MA, Andreopoulos Y ( 2016 ) . Cloud instance management and resource prediction for computation-as-a-service platforms . Proceedings - 2016 IEEE International Conference on Cloud Engineering, IC2E 2016: Co-located with the 1st IEEE International Conference on Internet-of-Things Design and Implementation, IoTDI 2016 . 89 - 98 .
Renna F, Doyle J, Andreopoulos Y, Giotsas V ( 2016 ) . Query processing for the internet-of-things: Coupling of device energy consumption and cloud infrastructure billing . Proceedings - 2016 IEEE 1st International Conference on Internet-of-Things Design and Implementation, IoTDI 2016 . 83 - 94 .
Doyle J, Giotsas V, Anam MA, Andreopoulos Y ( 2016 ) . Cloud Instance Management and Resource Prediction For Computation-as-a-Service Platforms .
Renna F, Doyle J, Giotsas V, Andreopoulos Y ( 2016 ) . Query Processing For The Internet-of-Things: Coupling Of Device Energy Consumption And Cloud Infrastructure Billing .
Doyle J, O'Mahony D ( 2014 ) . Nihil: Computing clouds with zero emissions . Proceedings - 2014 IEEE International Conference on Cloud Engineering, IC2E 2014 . 331 - 336 .
Doyle J, Knorn F, O'Mahony D, Shorten R ( 2013 ) . Distributed thermal aware load balancing for cooling of modular data centres . IET Control Theory and Applications vol. 7 , ( 4 ) 612 - 622 .
Doyle J, Shorten R, O'mahony D ( 2013 ) . Stratus: Load balancing the cloud for carbon emissions control . IEEE Transactions on Cloud Computing vol. 1 , ( 1 ) 116 - 128 .
Doyle J, Shorten R, O'Mahony D ( 2012 ) . "Fair-share" for fair bandwidth allocation in cloud computing . IEEE Communications Letters vol. 16 , ( 4 ) 550 - 553 .
Doyle J, O'Mahony D, Shorten R ( 2011 ) . Server selection for carbon emission control . Proceedings of the 2nd ACM SIGCOMM Workshop on Green Networking, GreenNets'11 . 1 - 6 .
Doyle J, Shorten R, O'Mahony D ( 2010 ) . An experimental evaluation of distributed rate limiting for cloud computing applications . ANCS 2010 - Proceedings of the 6th ACM/IEEE Symposium on Architectures for Networking and Communications Systems .